ChenQian0618 / TFN
this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Fault Diagnosis".
☆107Updated last year
Alternatives and similar repositories for TFN:
Users that are interested in TFN are comparing it to the libraries listed below
- A few shot learning repository for bearing fault diagnosis.☆77Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆65Updated 9 months ago
- The intelligent fault diagnosis methods of HNU IDG☆63Updated 2 years ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆94Updated 2 months ago
- The intelligent fault diagnosis of HNU IDG☆85Updated 2 years ago
- ☆52Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆79Updated last month
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆3Updated 2 months ago
- ☆93Updated last year
- Transfer learning☆49Updated 3 years ago
- Using transformer to realize Bearing Fault Diagnosis☆59Updated last year
- ☆95Updated 2 years ago
- ☆76Updated 2 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆50Updated last year
- ☆45Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆52Updated 6 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆54Updated this week
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- ☆85Updated 5 months ago
- This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with in…☆73Updated 10 months ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆34Updated last year
- ☆40Updated this week
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆108Updated 8 months ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆144Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆55Updated 3 years ago
- 机械故障诊断公开数据集☆45Updated last year
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆50Updated last month
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆49Updated 3 years ago
- WT-planetary-gearbox-datasets☆56Updated 9 months ago
- 基于机器学习的机械故障诊断☆16Updated 11 months ago